{"id":"W2998596459","doi":"10.1002/9780471420194.tnmc08.pub3","title":"Thyroid Gland","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Thyroid; Pathology; Medicine; Physical examination; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002147225,0.0002383115,0.0004718763,0.0000960923,0.00003328489,0.00001464973,0.0001130987,0.0002000516,0.01218505],"category_scores_gemma":[0.00002460323,0.0001740419,0.0001256903,0.00002410024,0.00005264035,0.000009549695,0.00003926115,0.0001577331,0.0005380334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006349027,"about_ca_system_score_gemma":0.0001123624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004119442,"about_ca_topic_score_gemma":0.001092173,"domain_scores_codex":[0.9992319,0.000007512653,0.0001029507,0.0002866397,0.0001801988,0.0001907741],"domain_scores_gemma":[0.9989049,0.00001337383,0.0001617489,0.0007690725,0.00001898021,0.0001318684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002548924,0.0003563064,0.0007856008,0.00007318005,0.0002277319,0.0001896931,0.000007532385,1.827747e-8,0.00001102389,0.0000188459,0.9810086,0.01729593],"study_design_scores_gemma":[0.001878732,0.0002583681,0.00385853,0.0008956029,0.0002734987,0.00002970928,0.000002662664,0.000001585811,0.00002745812,0.00001192348,0.9926063,0.0001556236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001712495,0.01966272,0.000003466398,0.001507133,0.0004267916,0.0004442726,0.004405113,0.0002306626,0.9731486],"genre_scores_gemma":[0.0005436733,0.006485863,0.0008060585,0.0004312581,0.002384505,0.00004413995,0.003165434,0.0003467063,0.9857923],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01714031,"threshold_uncertainty_score":0.988718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229674955982813,"score_gpt":0.3222071653667986,"score_spread":0.2999104158069704,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}